Amortised MAP Inference for Image Super-resolution.
Casper Kaae SønderbyJose CaballeroLucas TheisWenzhe ShiFerenc HuszárPublished in: CoRR (2016)
Keyphrases
- map inference
- image super resolution
- maximum a posteriori
- graphical models
- markov random field
- map estimation
- low resolution
- dictionary learning
- image labeling
- super resolution
- image registration
- edge preserving
- image reconstruction
- maximum likelihood
- high resolution
- em algorithm
- high quality
- energy function
- expectation maximization
- image segmentation
- unsupervised learning
- markov networks
- belief propagation
- graph cuts
- feature extraction
- image sequences